International Journal of Computer Networks and Applications (IJCNA)

Published By EverScience Publications

ISSN : 2395-0455

International Journal of Computer Networks and Applications (IJCNA)

International Journal of Computer Networks and Applications (IJCNA)

Published By EverScience Publications

ISSN : 2395-0455

Energy Aware Cross Layer Based Clustering and Congestion Control Using Mexican Axolotl Algorithm in VANET

Author NameAuthor Details

Rashmi K H, Rekha Patil

Rashmi K H[1]

Rekha Patil[2]

[1]Department of Information Science and Technology, Faculty of Engineering and Technology, Sharnbasva University, Kalaburagi, Karnataka, India

[2]Department of Computer Science and Engineering, Poojya Doddappa Appa College of Engineering, Kalaburagi, Karnataka, India

Abstract

In recent years, wireless communication networks have been developing rapidly, which causes many challenges to be faced in vehicular ad hoc networks (VANETs). Congestion is a degradation of the quality of service in which messages begin to be delivered less often to the recipient. So, in this paper, to optimize the energy efficiency of network cross layer based clustering protocol is presented. For clustering, Reputation based Weighted Clustering Protocol (RBWCP) is presented. To enhance the clustering performance of RBWCP, clustering parameters of the protocol are optimally chosen using Mexican Axolotl Algorithm (MAA). In this work, cluster head is selected in every cluster using the weight vehicle’s reputation such as speed, direction and position. After the formation of cluster, mean value of vehicle density (MVVD) threshold is estimated depend on the received signal strength of the vehicles. This threshold value is compared with the density of each vehicle inside the cluster. If the density of the vehicle is greater than the threshold, then the cluster is divided into sub-clusters. It leads to control the congestion in the network. The execution of the proposed model is calculated in terms of cluster lifetime, delivery ratio, delay, overhead and throughput.

Index Terms

VANET

Congestion

Mexican Axolotl Algorithm

Energy-Efficient Clustering Algorithm

Vehicle Density

MVVD Threshold

Reference

  1. 1.
    Ur Rehman, Sabih, M. Arif Khan, Tanveer A. Zia, and Lihong Zheng. "Vehicular ad-hoc networks (VANETs)-an overview and challenges." Journal of Wireless Networking and Communications 3, no. 3 (2013): 29-38.
  2. 2.
    Dale, Daniel R. "Automated ground maintenance and health management for autonomous unmanned aerial vehicles." PhD diss., Massachusetts Institute of Technology, 2007.
  3. 3.
    Chaubey, Nirbhay Kumar. "Security analysis of vehicular ad hoc networks (VANETs): a comprehensive study." International Journal of Security and Its Applications 10, no. 5 (2016): 261-274.
  4. 4.
    Hu, Fei, ed. Vehicle-to-vehicle and Vehicle-to-infrastructure Communications: A Technical Approach. CRC Press, 2018.
  5. 5.
    Miller, Jeffrey. "Vehicle-to-vehicle-to-infrastructure (V2V2I) intelligent transportation system architecture." In 2008 IEEE intelligent vehicles symposium, pp. 715-720. IEEE, 2008.
  6. 6.
    Cunha, Felipe, Leandro Villas, Azzedine Boukerche, Guilherme Maia, Aline Viana, Raquel AF Mini, and Antonio AF Loureiro. "Data communication in VANETs: Protocols, applications and challenges." Ad Hoc Networks 44 (2016): 90-103.
  7. 7.
    Da Cunha, Felipe Domingos, Azzedine Boukerche, Leandro Villas, Aline Carneiro Viana, and Antonio AF Loureiro. "Data communication in VANETs: a survey, challenges and applications." (2014).
  8. 8.
    Hossain, Ekram, Garland Chow, Victor CM Leung, Robert D. McLeod, Jelena Miši?, Vincent WS Wong, and Oliver Yang. "Vehicular telematics over heterogeneous wireless networks: A survey." Computer communications 33, no. 7 (2010): 775-793.
  9. 9.
    Li, Wenfeng, Wuli Song, Qiang Lu, and Chao Yue. "Reliable congestion control mechanism for safety applications in urban VANETs." Ad Hoc Networks 98 (2020): 102033.
  10. 10.
    Katiyar, Abhay, Dinesh Singh, and Rama Shankar Yadav. "State-of-the-art approach to clustering protocols in VANET: a survey." Wireless Networks 26, no. 7 (2020): 5307-5336.
  11. 11.
    Srivastava, Ankita, Arun Prakash, and Rajeev Tripathi. "An adaptive intersection selection mechanism using ant Colony optimization for efficient data dissemination in urban VANET." Peer-to-Peer Networking and Applications 13, no. 5 (2020): 1375-1393.
  12. 12.
    Joshua, Christy Jackson, Rekha Duraisamy, and Vijayakumar Varadarajan. "A reputation based weighted clustering protocol in VANET: a multi-objective firefly approach." Mobile Networks and Applications 24, no. 4 (2019): 1199-1209.
  13. 13.
    Karagiannis, Georgios, Onur Altintas, Eylem Ekici, Geert Heijenk, Boangoat Jarupan, Kenneth Lin, and Timothy Weil. "Vehicular networking: A survey and tutorial on requirements, architectures, challenges, standards and solutions." IEEE communications surveys & tutorials 13, no. 4 (2011): 584-616.
  14. 14.
    Zeadally, Sherali, Ray Hunt, Yuh-Shyan Chen, Angela Irwin, and Aamir Hassan. "Vehicular ad hoc networks (VANETS): status, results, and challenges." Telecommunication Systems 50, no. 4 (2012): 217-241.
  15. 15.
    Regin, Rajan, and T. Menakadevi. "Dynamic clustering mechanism to avoid congestion control in vehicular ad hoc networks based on node density." Wireless Personal Communications 107, no. 4 (2019): 1911-1931.
  16. 16.
    Joshua, Christy Jackson, Rekha Duraisamy, and Vijayakumar Varadarajan. "A reputation based weighted clustering protocol in VANET: a multi-objective firefly approach." Mobile Networks and Applications 24, no. 4 (2019): 1199-1209.
  17. 17.
    Fan, Wei, Yan Shi, Shanzhi Chen, and Longhao Zou. "A mobility metrics based dynamic clustering algorithm for VANETs." (2011): 752-756.
  18. 18.
    Ramamoorthy, Raghu, and Menakadevi Thangavelu. "An enhanced distance and residual energy?based congestion aware ant colony optimization routing for vehicular ad hoc networks." International Journal of Communication Systems (2022): e5179.
  19. 19.
    Ji, Xiang, Huiqun Yu, Guisheng Fan, Huaiying Sun, and Liqiong Chen. "Efficient and reliable cluster-based data transmission for vehicular ad hoc networks." Mobile Information Systems 2018 (2018).
  20. 20.
    Anjali Pastor, Shivi Chaturvedi. “An Enhanced Clustering Based Technique for Congestion Control in VANET”. International Journal of Innovative Research in Science, Engineering and Technology, Vol. 5, Issue 7, July 2016.
  21. 21.
    Villuendas-Rey, Yenny, José L. Velázquez-Rodríguez, Mariana Dayanara Alanis-Tamez, Marco-Antonio Moreno-Ibarra, and Cornelio Yáñez-Márquez. "Mexican axolotl optimization: a novel bioinspired heuristic." Mathematics 9, no. 7 (2021): 781.
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